Gibson was born in Pontiac, Michigan, grew up in Waterford, Michigan (attending Waterford Kettering High School), and attended Michigan State University where he was an All-American wide receiver/flanker in football. He played only one year of college baseball. He was drafted by both the Detroit Tigers baseball team and the St. Louis Cardinals football team, but chose baseball.